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ResearchFormerly WizWand

OOD Detection on ImageNet Protocol Average (test)

97.73AUROCPromptSRC
96.086896.513496.9497.3666May 25, 2024
Updated 6mo ago

Evaluation results

MethodLinks
PromptSRCScoring method=CLS-M2024.0597.73
CoCoOpScoring method=CLS-M2024.0597.69
PromptSRCScoring method=CLS-E2024.0597.66
CoCoOpScoring method=CLS-E2024.0597.65
IVLPScoring method=CLS-M2024.0597.6
KgCoOpScoring method=CLS-M2024.0597.57
PromptSRCScoring method=MaxLogit2024.0597.57
IVLPScoring method=CLS-E2024.0597.5
KgCoOpScoring method=CLS-E2024.0597.5
PromptSRCScoring method=Energy2024.0597.49
MaPLeScoring method=MaxLogit2024.0597.48
MaPLeScoring method=CLS-M2024.0597.48
CoCoOpScoring method=MaxLogit2024.0597.42
MaPLeScoring method=Energy2024.0597.38
CoCoOpScoring method=Energy2024.0597.34
KgCoOpScoring method=MaxLogit2024.0597.34
KgCoOpScoring method=Energy2024.0597.24
MaPLeScoring method=CLS-E2024.0597.23
ProGradScoring method=CLS-M2024.0597.2
IVLPScoring method=MaxLogit2024.0597.19
LoCoOpScoring method=CLS-M2024.0597.19
ProGradScoring method=CLS-E2024.0597.12
IVLPScoring method=Energy2024.0597.03
LoCoOpScoring method=CLS-E2024.0596.94
ProGradScoring method=MaxLogit2024.0596.84
CoOpScoring method=CLS-M2024.0596.74
ProGradScoring method=Energy2024.0596.73
CoOpScoring method=CLS-E2024.0596.72
LoCoOpScoring method=MaxLogit2024.0596.59
CoOpScoring method=MaxLogit2024.0596.46
CoOpScoring method=Energy2024.0596.43
LoCoOpScoring method=Energy2024.0596.15